Cyanoremediation of heavy metals (As(v), Cd(ii), Cr(vi), Pb(ii)) by live cyanobacteria (Anabaena variabilis, and Synechocystis sp.): an eco-sustainable technology

The cyanoremediation technique for heavy metal (HM) removal from wastewater using live cyanobacteria is promising to reduce the pollution risk both for the environment and human health. In this study, two widely recognized freshwater cyanobacteria, Anabaena variabilis and Synechocystis sp., were used to explore their efficacy in HM (As(v), Cd(ii), Cr(vi), Pb(ii)) removal. The different optimum adsorption conditions were pH 8 and 7.5 for A. variabilis and Synechocystis sp., respectively, but the temperature (25 °C) and contact time (48 hours) were the same for both strains. Under these specified conditions, A. variabilis exhibited the capability to remove 25% of As(v), 78% of Cd(ii), 54% of Cr(vi), and 17% of Pb(ii), whereas Synechocystis sp. removed 77% of As(v), 57% of Cd(ii), 91% of Cr(vi), and 77% of Pb(ii) at different initial concentrations. Metal diversity interfered negatively with cyanobacterial growth, especially Cd(ii) and As(v), as measured by OD730, dry biomass, chlorophyll a, and carotenoid production for both strains. Fourier transform infrared spectrum (FT-IR) analysis revealed the existence of diverse surface binding sites for HM adsorption, stemming from proteins and polysaccharides. Scanning Electron Microscopy (SEM) and Energy Dispersive X-ray Spectroscopy (EDS) confirmed the presence of HMs on the surface of the cyanobacterial cells. Finally, the zeta potential results indicating alterations in the surface negative charges elucidated the adsorption mechanisms involved in the HM removal by both cyanobacteria. These results provided a comprehensive understanding of the HM adsorption mechanism by cyanobacteria, offering valuable theoretical insights that can be extrapolated to enhance our comprehension of the cyanoremediation mechanisms by various other cyanobacterial strains.


Introduction
Heavy metals (HMs) are widely recognized as one of the most preeminent environmental pollutants, owing to their intrinsic toxicity, persistence, and bio-accumulation proclivity within biota.These contaminants pose substantial ecological risks to the ecosystem and can lead to severe consequences. 1In a biological system, some HMs, such as Cu, Mn, Zn, and Cr, play the role of micronutrients, but when they exceed the permissible limits, they are considered contaminants and can bring physiological damage to health. 2 The persistent HMs can be magni-ed within the trophic levels of the food chain, inheriting mutagenic and/or carcinogenic potential for human beings. 3e toxicity of HMs (As(V), Cd(II), Cr(VI), Pb(II)) has become a global issue because of their presence in the food chain, as human beings are the top consumers in the food chain. 4HMs in drinking water can cause chronic effects, including nausea, vomiting, diarrhea, kidney failure, cognitive impairment, thyroid abnormalities, muscle weakness, and cancer. 5Chronic exposure to Cd(II), Cr(VI), Ni(II), and Pb(II) in humans may cause kidney and bone damage, adverse respiratory effects, contact allergies, and neurotoxicity, respectively. 6From 1972 to 2017, a discerning trend has emerged: a signicant portion of the world's rivers and lakes have succumbed to contamination due to industrialization and urbanization, primarily attributed to the presence of 12 heavy metals (Al, As, Cd, Co, Cr, Cu, Fe, Hg, Mn, Ni, Pb, and Zn). 7The HM concentrations in surface water exhibit pronounced disparities.Surface water in developing countries of Africa, Asia, and South America demonstrates higher levels of HMs compared to the developed nations of Asia, Europe, and North America.Natural (geological weathering of bedrock) and nonanthropogenic (mining activities) sources are responsible for HM deposition in the water and sediments of rivers and lakes, 8 and the HMs undergo various alterations in their chemical forms by dissolution, precipitation, and complexation processes while being transported from their sources. 9Bangladesh, India, Pakistan, China, and Nigeria are experiencing HM pollution in groundwater due to industrial discharge, agricultural pesticides, and inadequate wastewater treatment systems. 10,11raditional methods for HM removal from wastewater are mainly physical adsorption, ion exchange, reverse osmosis, electrodialysis, chemical precipitation, coagulation, solvent extraction, ultraltration, and nanoltration, which are expensive and generate secondary pollution causing further deterioration of water and soil properties.These limitations of conventional treatment technologies have contributed to the increased popularity of nature-based biological treatment techniques. 12Nature-based systems (NBSs) stand as a viable technological option for wastewater treatment, owing to their consistent, efficient, and cost-effective approaches, which aligns with the pursuit of sustainable development goals (SDGs) by emphasizing the principles of a circular economy. 13The biological alternatives to articial remediation, commonly referred to as bioremediation, represent a cost-effective and environmentally friendly approach.This bioremediation method involves harnessing microorganisms (cyanobacteria, fungi, bacteria) to reduce the HM concentration. 14ioremediation or bioremoval of HMs using ubiquitous autotrophic cyanobacteria is called cyanoremediation, 3 and is being used for soil and wastewater treatment due to its costeffective and environment-friendly nature.The small size, ability to withstand harsh environments, simple nutrient requirements, high surface-to-volume ratio, greater mucilage volume, and detoxication mechanism of cyanobacteria bestow upon them the capability of efficient bioremoval of HMs. 15,16he outer membrane of cyanobacteria, called the envelope, sheath, or capsule, is mainly composed of polysaccharides. 17he presence of numerous binding sites on the cell surface of cyanobacteria makes them suitable candidates for cyanoremediation of HMs from aqueous solution.These anionic binding sites serve as the receptor for heavy metals.The presence of negative charges on the exopolysaccharide (EPS) producing cyanobacteria is also considered promising for the removal of positively charged HMs from aqueous solution. 18,19olysaccharides, proteins, lipids, and other polyelectrolytes are the primary components of the cyanobacterial cell wall, and the presence of different functional groups forms negative charges on the cell wall to form coordination complexes with metal ions. 20yanobacteria can remove HMs by active and passive processes.The active process is called bioaccumulation, which is an irreversible slower process, where metals are assimilated by cell metabolism.This cytoplasmic metal bioaccumulation happens in vivo as part of the cyanobacterial defense mechanism for the toxic HMs.In the passive process, metals are adsorbed onto the cell wall and by exterior functional groups, also called biosorption. 21,22The passive adsorption mechanism is a quick and reversible process.Still, most of the related studies have focused on the cyanobacterial efficiency of HM removal, and the adsorption mechanisms have not been emphasized and the adsorption mechanism still needs to be claried.Also, the removal of different HMs by the same cyanobacterial species has not been well studied and there is inadequate information about the standard initial working concentration of HMs for future research in the eld of cyanoremediation.Hence, this study has established the foundation for a comprehensive understanding of the adsorption mechanism of Synechocystis sp. and A. variabilis in response to four different HMs, also providing insights for other cyanobacterial species.In this study, the HM removal efficiency of cyanobacteria and the adsorption mechanism were studied.The inuence of solution pH, initial metal concentration, and cell viability aer a specic contamination time were also studied.The effects of HMs in terms of OD 730 , chlorophyll a, carotenoids, and dry biomass were also investigated.FT-IR, SEM, EDS, and surface zeta potential change explained the adsorption mechanism of the metals.Finally, this research tried to set a reference standard of the initial HM concentration for future wastewater treatment research by the cyanoremediation technique.

Cyanobacteria culturing conditions
Pure cultures of Synechocystis sp.(NIES-3758) and A. variabilis (NIES-2095) were obtained from the National Institute for Environmental Studies (NIES), Japan, and cultured in BG-11 and MDM medium, respectively.Prior to cultivation, all of the experimental apparatus and culture medium were autoclaved at 121 °C for a duration of 30 min to prevent contamination.Both strains were cultured incrementally, transitioning from small scale (10 mL) to large scale (50 mL, 500 mL, and 10 L) to ensure the cultivation of robust and healthy cells.During cell culture in a 1000 mL Erlenmeyer ask, the optimum pH for Synechocystis sp. and A. variabilis was maintained at 7.5 and 8, respectively. 23ultures were maintained in a controlled environment chamber under the following conditions: 25 °C, 12/12 h light/dark cycle with 2000 lx light intensity, and 60% relative humidity. 24

Growth and photosynthetic pigments of cyanobacteria under HM contamination
Cyanobacterial growth was determined by measuring the optical density at 730 nm (ref.25) (hereaer OD 730 ) and dry biomass (mg L −1 ) with and without HM contamination.The initial biomasses of both cyanobacteria based on OD 730 , dry biomass, chlorophyll a, and carotenoids were the same (OD 730 > 1.5) to ensure synchronized cultivation.For Synechocystis sp., OD 730 and dry biomass were measured up to 10 days at intervals of 2 days.To assess the effects of HMs on cyanobacterial growth, the concentration of HMs selected corresponds to the point at which the maximum removal of HMs was observed.Specically, for Synechocystis sp., this concentration was determined to be 1 mg L −1 for As(V), 1 mg L −1 for Cd(II), 2 mg L −1 for Cr(VI), and 4 mg L −1 for Pb(II); and for A. variabilis, the corresponding concentrations were 4 mg L −1 for As(V), 1 mg L −1 for Cd(II), 1 mg L −1 for Cr(VI), and 1 mg L −1 for Pb(II).OD 730 was recorded using an ultraviolet spectrophotometer (Jasco V-650 spectrophotometer).Chlorophyll a and carotenoids were measured by following the previously reported method, 26 employing formulae (1) and (2) under specic conditions (Table S1 †).All experiments were performed in triplicate.

Cell viability
Cell viability was counted according to the previously reported method 27 using trypan blue dye on a BIO-RAD TC10™ automated cell counter.A 20 mL aliquoted cell suspension was mixed with 20 mL of trypan blue dye in the dual chambers of counting slides.Aer inserting the counting slide into the BIO-RAD, total cell count, live cell count, and percentage of live cells were automatically measured within a span of 30 s and this procedure was performed in the sterile environment of a clean bench.All sample tests were performed in three biological replicates.

HM stock solution preparation
The aqueous stock solution of As(V), Cd(II), Cr(VI), and Pb(II) ions was prepared by dissolving NaAsO 2 , CdCl 2 , KCr 2 O 7 , and PbNO 3 in distilled water, respectively, with a concentration of 1000 mg L −1 .From this stock solution, various experimental concentrations were prepared in a 1 L Erlenmeyer ask by diluting this stock solution with sterilized BG11 and MDM medium.The nal concentrations were as follows: for As(V) and Cr(VI) -1, 2, 3, 4, 5, and 10 mg L −1 ; for Pb(II) -1, 2, 4, 5, 6, and 8 mg L −1 ; and for Cd(II) -0.2, 0.4,0.5, 0.6, 0.8, 1, 1.5, and 2 mg L −1 .Depending on the metal toxicity, we considered various initial working concentrations.Cells cultured without HMs were considered as controls.Three replicates were used for each concentration treatment.All the chemicals used were analytical grade and purchased from Sigma-Aldrich.

Quantication of the HM concentrations adsorbed by cyanobacteria
To investigate the role of Synechocystis sp. and A. variabilis for HM removal, a series of experiments were conducted.A 100 mL aliquot of cyanobacterial cell culture was transferred to an Erlenmeyer ask during their log phase for contamination with HMs of different concentrations.The initial OD7 30 was >0.45 to provide sufficient biomass for metal uptake analysis.The cultures in the incubator were gently shaken twice a day (in the morning and the evening) manually.Aer 48 hours of culture at 25 °C temperature, with a 12/12 h light/dark cycle with 2000 lx light intensity, and at 60% relative humidity in a culture room, 5 mL of cells were centrifuged at 3000 rpm for 15 min to separate them from the medium and the cell pellets were acid digested. 28The cell pellets were placed in a 5 mL mixture of HNO 3 and HClO 4 (2 : 1, v/v) and digested at 121 °C until transparent.The resulting solution was diluted to 10 mL with deionized water and ltered through a 0.22 mm cellulose acetate membrane lter, and the HMs in the cells were analyzed by Inductively Coupled Plasma Mass Spectroscopy (ICP-MS, Agilent Technologies G3663A) and Atomic Absorption Spectrometry (HITACHI 180-30 A.A.S.).The HM removal efficiency was calculated using the following formula: where C 0 and C f are the initial and residual concentration of HMs, respectively.Three experiments were conducted to ensure the accuracy of the results.ICP-MS, within the spectrum of analytical methodologies, is distinguishable by its ability to circumvent the necessity for intricate and time-consuming sample pre-processing protocols.Additionally, it excels in terms of its resiliency concerning delivering high levels of precision, accuracy, and selectivity. 296 Active center surface analysis by Fourier-transform infrared (FTIR) The presence of discernible functional groups on the surface of cyanobacteria was assessed by Fourier transform infrared spectroscopy (FT-IR) (Thermo Scientic, Nicolet iS10).HM accumulated cells were separated by centrifugation at 3000 rpm for 15 min from the medium.The cell pellets were washed twice with deionized water and lyophilized by a freeze-dryer.The dried sample was ground into a powder using a mortar and pestle.A sample of 1 mg was ground with 100 mg of potassium bromide (KBr) powder (1 : 100) and compressed into a thin disc of 3 mm diameter. 30The initial HM concentrations for the FT-IR samples are mentioned in the supporting data, Table S1.† The FT-IR spectrum was then obtained in transmittance mode to analyze various functional groups within the frequency range of 4000-400 cm −1 .

SEM and EDS analysis
Morphological changes in the cell surface can be identied by scanning electron microscope (SEM) observation.To corroborate the surface attachment of HMs to the cyanobacterial cells, SEM (JEOL, JSM-6510LA) and EDS (energy-dispersive X-ray spectroscopy) (JEOL, JED-2300) analysis were conducted between 2000-5000× magnication.The image was acquired by a secondary electron detector with an accelerating voltage of the electrons of 10-20 kV.Aer HM adsorption at specic concentrations (Table S1 †), the cyanobacterial cell surface morphology was analyzed by SEM analysis and compared with the surface morphology of the cells without HM adsorption.To obtain an SEM image, the cultures were harvested and lyophilized, and then the dried cells were coated (JEOL JFC-1600, AUTO FINE COATER) with a thin layer of platinum and examined using SEM-EDS.Quantitative analysis and the elemental percentage of HMs were determined by EDS.

Zeta potential
The zeta potential of A. variabilis and Synechocystis sp. was assessed both before and aer HM adsorption, allowing for a comparison of the changes in net cell surface charge.The zeta potential was measured following the method described in previous research. 31Cyanobacterial cells (0.01 g) were suspended in a 0.01 M KCl solution and stirred for 10 min to ensure thorough mixing.Subsequently, the pH was adjusted (Table S1 †) using 1 M of NaOH or HCl.The solution was le undisturbed for 15 min, and the supernatant was collected for zeta potential measurement utilizing a zeta potential analyzer (Zetasizer Nano ZS90, Malvern).To ensure precision and reproducibility, three independent zeta potential measurements were conducted for each sample.All experiments were performed in triplicate.

HM removal ability of cyanobacteria
The metal uptake potential of Synechocystis sp.exhibited a decline with an increase in the initial concentration of the added metal.
The overall metal uptake order across all experimental sets appeared as Cr(VI) > As(V) > Cd(II) > Pb(II).From Fig. 1, it is evident that for Synechocystis sp. with increasing concentration of HMs, the removal efficiency decreased, which is also in agreement with the research from Shen et al. 32 Synechocystis sp.exhibited signicant HM removal efficiency, including 91% for Cr(VI) at 2 mg L −1 initial concentration, 77% for As(V) at 1 mg L −1 initial concentration, 57% for Cd(II) at 1 mg L −1 initial concentration, and 77% for Pb(II) at 4 mg L −1 initial concentration (Fig. 1).Among the four HMs, Synechocystis sp.demonstrated the highest adsorption percentage for Cr compared to the other metals, indicating a greater affinity of this cyanobacterium for Cr(VI) adsorption.This observation aligns with a similar nding reported in previous research by Khattar et al. 33 Wang et al. 34 also reported a similar result that Cd(II) and Cr(VI) adsorption by Synechocystis sp.PCC6803 decreased at higher initial concentration and the predominant mechanism was extracellular adsorption.
Substantial variations in the metal absorption values by A. variabilis were observed across distinct initial metal concentrations.The optimum metal removal efficiency of A. variabilis varies across different concentrations for each metal (Fig. 2).The efficiency of A. variabilis in removing Cr(VI) ions was more pronounced at lower initial concentrations.This examined cyanobacteria could remove 54% of Cr(VI) from the wastewater at 1 mg L −1 initial concentration and the removal efficiency decreased with increasing concentration.At higher concentrations of 5 mg L −1 and 10 mg L −1 , the removal efficiency was negligible. A. variabilis could remove 25% of As(V) at 4 mg L −1 initial concentration and at both lower and higher concentrations the removal efficiency was nearly negligible.When the initial concentration of Cd(II) was 1 mg L −1 , the removal efficiency was 78%, while for the same concentration of Pb(II), the removal efficiency was only 17%. A. variabilis showed the highest Cd(II) removal efficiency at 1 mg L −1 and this capacity started to decrease with increasing concentration.Abdel-Aty et al. 35 reported a parallel outcome, indicating that the efficiency of Anabaena sphaerica in removing Cd(II) and Pb(II) decreased with an increase in the initial concentration of these HMs.These results establish the potential of two cyanobacterial strains A. variabilis and Synechocystis sp.biomass as a viable biosorbent for the removal of Cd(II) and Pb(II) from aqueous solutions.In this single metal system, the electronegativity order is Pb(II) > As(V) > Cd(II) > Cr(VI), indicating that there is no direct correlation between the electronegativity of the HMs and Higher concentrations of HMs can be lethal to the cyanobacteria, but different species may exhibit distinct trends in their susceptibility to lethality in response to varying concentrations of metals.Despite the prevalence of dead cells in the wastewater culture, it is crucial to acknowledge that the biosorption process can take place on the surfaces of both dead and live cyanobacterial cells.This phenomenon contributes to the removal of heavy metals from wastewater. 36ptimal pH conditions were employed to facilitate the maximum growth of the cyanobacteria.Synechocystis sp. and A. variabilis were cultured at pH 7.5 and 8.0, respectively, which represent slightly basic conditions necessary to maintain an appropriate medium environment for their optimal growth.This pH range was chosen to ensure the well-being of the cyanobacteria, as they can be adversely affected by extreme acidic or basic conditions.Furthermore, the cyanobacteria were cultured at a xed pH as both high and low pH can exert a substantial impact on HM adsorption.In low pH solutions (pH < 2.5), an abundance of H + ions compete with the HMs on the cell surface, generating a repulsive force between the HMs and the binding sites during the adsorption process.Conversely, at high pH values, metal ions can precipitate from the alkaline solutions, resulting in a decrease in adsorption efficiency. 37

Effects of HMs on cyanobacterial growth
Synechocystis sp. and A. variabilis were exposed to the concentrations of metals at which they exhibited the maximum HM removal efficiency to investigate the impact of HMs on their growth.Growth of cyanobacteria was monitored for a longer period (Table S1 †) during HM adsorption and compared with the control culture, which was free of HM contamination.The results showed the interference of the diversity of metals in cyanobacterial growth.OD 730 , dry biomass weight, chlorophyll a, and carotenoid production showed clear results that HMs affect cyanobacterial growth and cell viability.The OD 730 for A. variabilis showed that aer 12 days, it started to decline.Although Pb(II), Cr(VI), and Cd(II) have a similar trend, As(V) has the most negative effect on this strain (Fig. 3(a)).The dry biomass of A. variabilis also showed the negative effects impeded by HMs.It was observed that the control culture exhibited a consistent growth of cyanobacterial biomass, whereas the experiment with HM contamination exhibited a diminished growth in biomass.The dry biomass of A. variabilis started to decline aer 10 days and on the 12 th day, As(V) showed the most negative effect on this strain (Fig. 3(b)).Chlorophyll and carotenoid production increased sharply for the control group until the 14 th day.During this growth period, Cd(II) and As(V) showed the most negative effect on this strain in terms of chlorophyll and carotenoid production compared to the control group (Fig. 3(c) and (d)).This may be attributed to the ease with which Cd(II) and As(V) can damage the protein structures. 31El-Hameed et al. 38 used cyanobacteria T. variabilis and N. muscorum and showed that these two cyanobacteria under Cd(II) contamination exhibited a reduction in chlorophyll and carotenoid production aer 14 days.
The growth curves of Anabaena variabilis and Synechocystis sp.without HMs, measured in terms of OD 730 , demonstrated consistency (Fig. 3(a) and 4(a)).The growth of Anabaena variabilis exhibited an increase until the 12th day, followed by a decline starting from the 14th day.Conversely, the OD 730 of Synechocystis sp.peaked on the 10 th day before gradually declining.Based on this growth curve analysis, it is evident that the growth of A. variabilis surpasses that of Synechocystis sp. to some extent.
HMs interfered with the growth of Synechocystis sp., affecting OD 730 , dry biomass, chlorophyll a, and carotenoid production when compared to the control group (Fig. 4).The OD 730 result  was recorded for 10 days and it was found that As(V) had the most negative impact, while it started decreasing aer 10 days.Pb(II) gave results that were similar to the control group (Fig. 4(a)).For the dry biomass production, As also showed the most pronounced negative impact on this strain (Fig. 4(b)).
Chlorophyll production increased sharply until the 8 th day for the control group, but on the 10 th day As(V) contaminated Synechocystis sp.produced less chlorophyll a compared to other HM contaminated strains (Fig. 4(c)).Carotenoid production increased until 10 days, but the As(V) contaminated strain experienced the most negative impact in terms of carotenoid production (Fig. 4(d)).From the 8 th day, Cr(VI) contaminated Synechocystis sp.demonstrated a noteworthy increase in chlorophyll and carotenoid production compared to the control group.For both Synechocystis sp. and A. variabilis, exposure to As(V) contamination resulted in the most adverse impacts on dry biomass, chlorophyll a, and carotenoid production when compared to other HMs.Some essential metals bind to specic proteins, and it is a big challenge for the cells to transfer the specic metal to specic proteins.These metalloproteins in cyanobacterial cells are responsible for metal binding with the help of enzymes, but when the metal concentration increases in the cells, it causes toxic effects in cells, which nally affects cell growth.As the metalloproteins follow an order for metal binding and particular metalloproteins are responsible for specic metal binding, toxicity varies from metal to metal. 39In this research, we have also found that none of the metal species produce similar growth effects.

Cell viability
These two strains were subjected to the concentrations at which they exhibited the maximum removal efficiency of HMs to ascertain cell viability.It was observed that Synechocystis sp.demonstrated survival rates of 40%, 51%, 60%, and 74% at concentrations of 1 mg L −1 for Cd(II), 1 mg L −1 for As(V), 2 mg L −1 for Cr(VI), and 4 mg L −1 for Pb(II), respectively (Fig. 5(a)).A. variabilis could maintain survival rates of 54%, 43%, 56%, and 62%, at concentrations of 4 mg L −1 for As(V), 1 mg L −1 for Cd(II), 1 mg L −1 for Cr(VI), and 1 mg L −1 for Pb(II), respectively (Fig. 5(b)).Notably, for both strains, only Cd(II) exhibited an impact exceeding 50% on cell viability, while the other HMs caused less than 50% reduction in cell viability.Increased concentrations of HMs were observed to be detrimental to cyanobacteria, resulting in a negative inuence on cell viability.Ultimately, this toxicity resulted in the demise of the cells in the solution.The lethal concentration of HMs is contingent upon the specic cyanobacterial strains and the type of HMs.Previous research also shows that different strains exhibit varying lethal concentrations for different HMs. 36The resistance to As in Synechocystis can be conferred through an operon comprising a trio of genes: acr3 (slr0944), arsH (slr0945), and arsC (slr0946), all of which are under the regulatory control of ArsR. 40

Active center surface analysis
The analysis of the FT-IR spectra hinges on associating absorption bands with established absorption wavenumbers corresponding to distinct types of chemical bonds. 41The detected peaks falling within the 3400-3200 cm −1 range are ascribed to the stretching vibrations of O-H groups for the functional groups of alcohol, carboxyl, and phenol, and the vibration of N-H bonds in amines or indicative of the existence of hydrogen bonds within polymeric compounds. 42Although both the control and heavy metal-stressed strains exhibited nearly the same trends in the variation of their spectral peaks, there were discernible distinctions in the peak patterns for both A. variabilis and Synechocystis sp.strains.The predominant functional groups identied in the FT-IR spectra of A. variabilis in Fig. 7 are as follows: 3289.14-3304.8(-OH in glucose moieties of polymeric compounds and N-H of proteins), 2928.98-2930.43(stretching vibration of CH 2 ), 1651.32-1657.59(-CONH-a group of amide I in proteins), 43 a shi in the peaks from 1383.73 to 1384.22 indicating deformation of C-H functional groups and -COOH, 44 and 1110.84-1115.18(stretching vibration of C-O-C of esters). 45The absorbance bands falling in the range of 1700-1500 cm −1 are typically linked to proteins, while those in the range of 1300-900 cm −1 are associated with polysaccharides (Fig. 6).In Synechocystis sp. (Fig. 6) the major bands shied in the range of 3298.78-3449.21cm −1 , 2928.98-2930.91cm −1 , 1649.87-1655.18cm −1 , and 1041.42-1114.7 cm −1 , which indicates stretching vibration of OH from polymeric compounds, stretching vibration of C]O and C-N (amide I) from proteins (peptidic bond), and stretching vibration of OH from polysaccharides, respectively. 16he spectroscopic data derived from the cyanobacterium Synechocystis sp. also displayed absorbance bands linked to proteins within the 1700-1500 cm −1 range and to polysaccharides within the 1300-900 cm −1 range, thereby supplying supplementary conrmation of the presence of these proteins and polysaccharide components. 44The peak detected within the spectral range of 1700-1600 cm −1 corresponds to the amide I band, indicative of the vibration of C]O bonds within the peptide groups of proteins and the peak intensities exhibit a shi aer HM adsorption in comparison to the control (without HMs), indicating interactions with the C]O bond. 47he FT-IR results of the two cyanobacterial strains A. variabilis, and Synechocystis sp.reveal that functional groups arising from protein and polysaccharide constituents serve as pivotal participants in the binding mechanism of HMs to these thriving cyanobacterial cells.Analogous absorption band patterns and results in cyanobacterial EPS have been observed under metalchallenged conditions. 28Functional groups bearing negative charges undergo deprotonation at high pH levels, such as pH > 8.0.This deprotonation process amplies the electrostatic attraction between these negatively charged functional groups and positively charged HM ions, thus augmenting the biosorption capacity, 48 which also supports our pH range selection efficiently for HM removal by cyanobacteria.As(V) (0.36%) > Pb(II) (0.43%) for A. variabilis (Fig. 8).The SEM image (Fig. 9) of the Synechocystis sp. cells exhibited a haphazard crystal-coated appearance.In Fig. 9(c), the most random crystal formation was observed for As(V) adsorption.This random crystal or EPS secretion played an important role in the HM removal from the solution and promoted microprecipitation of metals. 31Similar results found by Naveed et al. 28 reported that EPS secretion from Synechocystis sp.enhances the adsorption of As through a complexation mechanism.The EDS spectrum (Fig. S1-S4 †) also quanties the elemental% of the HMs in the order of Cd(II) > As(V) > Pb(II) > Cr(VI) (Fig. 9(f)).Exposure to Cd(II) can induce the synthesis of polysaccharides and EPS proteins.These proteins play a pivotal role in promoting the creation of protein coronas, consequently amplifying the adsorption of Cd(II).Glucose and mannose represent sugar moieties that act as specic binding sites for the complexation of metals with EPS. 46,50

Zeta potential of cyanobacteria
Zeta potential is a parameter used to assess the stability of a colloidal or dispersion system and offers valuable insights into the net charge properties of a cell surface.The zeta potentials of Synechocystis sp. and A. variabilis were measured and a negative value was recorded for each experiment.This negative charge on the surface of the cyanobacterial cells is derived from the existence of acidic compounds, including amines, acidic polysaccharides, and carboxylic acids, which signies the cyanobacterial cells' ability to adsorb cationic metals onto their surfaces.The zeta potential of the control cells (before HMs contamination) has a higher negativity because of the presence of negative ions, and aer HM adsorption, the negativity decreases, which validates the mechanism of HM adsorption onto the cyanobacterial cell surface.The order of negativity for Synechocystis sp. and A. variabilis is control > Cd(II) > Pb(II) >As(V) > Cr(VI), and control > Pb(II) > As(V) > Cr(VI) > Cd(II), respectively (Fig. 10).In both cyanobacterial strains, the absolute zeta potential value (Tables S2 and S3 †) or negativity decreases upon HM adsorption.The negativity decreases because the anionic cell surface The HM removal mode was adsorption as the intracellular removal mechanism requires long-term cultivation in contaminated water.Aer 7 days of cultivation, only 7-15% of Cd(II) was accumulated intracellularly by Anabaena doliolum. 52Moreover, the biotransformation mechanism of HMs by enzymatic activity inside the cyanobacterial cells can contribute to HM removal, which requires a transition of metallic charges. 53We also know that metal homeostasis is important, but how metals transport in cyanobacteria is still not fully clear.Cyanobacterial cells can uptake a trace amount of intracellular HMs to maintain the concentration below the toxic level. 40In biotransformation, chemical and structural differences of metals can create specic intracellular effects of protein denaturation and uncoupling of oxidative phosphorylation; thus, these oxidative state changes can limit the amount of HM adsorption by cyanobacteria, and nally, the intracellular concentration of the HMs can be observed aer a long period of cultivation. 54These results all support our conclusion that aer a short culture period (48 h) the mechanism of HM removal is mainly surface adsorption by different binding sites on the cell surface of these two cyanobacteria.

Conclusion
The empirically supported conclusions suggest that two scrutinized live cyanobacteria Synechocystis sp. and A. variabilis exhibit substantial potential, showcasing numerous prospective applications in the realm of cyanoremediation as they promote the reduction of the concentration of toxic metals such as As(V), Cd(II), Cr(VI), and Pb(II) from aqueous solution with almost 50% cell viability.This result demonstrates that cyanobacteria exhibit variable binding affinities toward distinct HM ions, allowing for their alternate association with these metal ions.This nding further elucidates that the main mechanism underlying HM removal involves surface adsorption of cyanobacteria.From the preceding discourse, we can deduce three main conclusions: rstly, Synechocystis sp. and A. variabilis can effectively reduce HM concentrations from solution.Secondly, numerous surface binding sites are responsible for HM binding onto the cell surface of experimental cyanobacteria, with the predominant adsorption mode being primarily extracellular adsorption.Thirdly, the cyanobacterial efficacy of HM removal is contingent upon the specic strain and dosage, exhibiting a trend where metal removal efficiency diminishes with escalating metal concentration.Furthermore, it can be concluded that Synechocystis sp. with an initial concentration of 2 mg L −1 can remove 91% of Cr(VI), while A. variabilis can remove a maximum of 78% of Cd(II) at 1 mg L −1 initial concentration, which can be used as benchmark reference standards for future advanced research in the eld of cyanoremediation.Finally, it is posited that this article will prove instrumental in inuencing the future trajectory of economically sustainable and scientically sound cyanoremediation methodologies, particularly emphasizing the recovery of HMs from wastewater through cyanobacterial interventions.

Fig. 1
Fig. 1 The heavy metal Cr(VI) (a), As(V) (b), Cd(II) (c), and Pb(II) (d) removal efficiency of Synechocystis sp. after 48 h at pH 7.5 with different initial concentrations.Error bars indicate the standard deviation.Green and red bars indicate the maximum and minimum removal efficiency, respectively.

Fig. 2
Fig. 2 Heavy metal (Cr(VI) (a), As(V) (b), Cd(II) (c), and Pb(II) (d)) removal efficiency of A. variabilis after 48 h at pH 8 with different initial concentrations.Error bars indicate standard deviation.Green and red bars indicate the maximum and minimum removal efficiency, respectively.

Fig. 5
Fig. 5 Cell viability counting of Synechocystis sp.(a) and A. variabilis (b) after 48 h of HM adsorption.Data are expressed as means ± standard errors (n = 3).

Fig. 10
Fig. 10 Surface zeta potential changes of Synechocystis sp.(a) and A. variabilis (b) before and after different HM adsorption.Data are expressed as means ± standard errors (n = 3).